Two-Step Artificial Bee Colony Algorithm Enhancement for QoS-Aware Web Service Selection Problem

@article{Dahan2019TwoStepAB,
  title={Two-Step Artificial Bee Colony Algorithm Enhancement for QoS-Aware Web Service Selection Problem},
  author={Fadl Dahan and Hassan I. Mathkour and Mohammed Arafah},
  journal={IEEE Access},
  year={2019},
  volume={7},
  pages={21787-21794}
}
This paper presents an enhanced artificial bee colony (ABC) algorithm for solving the web service selection problem. The proposed algorithm searches the best possible combination of web services to satisfy user requirements. An adapted neighborhood selection and replacement process and a swapping process are used to improve the ABC behavior. Neighboring nodes are employed to enhance ABC performance by encouraging exploration in early iterations, where bees have no knowledge regarding the search… CONTINUE READING

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